DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Improved Activity of a Thermophilic Cellulase, Cel5A, from Thermotoga maritima on Ionic Liquid Pretreated Switchgrass

Abstract

Ionic liquid pretreatment of biomass has been shown to greatly reduce the recalcitrance of lignocellulosic biomass, resulting in improved sugar yields after enzymatic saccharification. However, even under these improved saccharification conditions the cost of enzymes still represents a significant proportion of the total cost of producing sugars and ultimately fuels from lignocellulosic biomass. Much of the high cost of enzymes is due to the low catalytic efficiency and stability of lignocellulolytic enzymes, especially cellulases, under conditions that include high temperatures and the presence of residual pretreatment chemicals, such as acids, organic solvents, bases, or ionic liquids. Improving the efficiency of the saccharification process on ionic liquid pretreated biomass will facilitate reduced enzyme loading and cost. Thermophilic cellulases have been shown to be stable and active in ionic liquids but their activity is typically at lower levels. Cel5A--Tma, a thermophilic endoglucanase from Thermotoga maritima, is highly active on cellulosic substrates and is stable in ionic liquid environments. Here, our motivation was to engineer mutants of Cel5A--Tma with higher activity on 1-ethyl-3- methylimidazolium acetate ([C2mim][OAc]) pretreated biomass. We developed a robotic platform to screen a random mutagenesis library of Cel5A-Tma. Twelve mutants with 25-42% improvement in specific activity on carboxymethyl cellulose andmore » up to 30% improvement on ionic-liquid pretreated switchgrass were successfully isolated and characterized from a library of twenty thousand variants. Interestingly, most of the mutations in the improved variants are located distally to the active site on the protein surface and are not directly involved with substrate binding.« less

Authors:
 [1];  [1];  [2];  [2];  [3];  [2];  [2];  [4];  [2];  [2];  [2];  [2]
  1. Joint BioEnergy Inst. (JBEI), Emeryville, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
  2. Joint BioEnergy Inst. (JBEI), Emeryville, CA (United States); Sandia National Lab. (SNL-CA), Livermore, CA (United States)
  3. Univ. of California, Los Angeles, CA (United States)
  4. Joint BioEnergy Inst. (JBEI), Emeryville, CA (United States); Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Univ. of California, Berkeley, CA (United States)
Publication Date:
Research Org.:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER) (SC-23), Biological Systems Science Division (SC-23.2 )
OSTI Identifier:
1511377
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
PLoS ONE
Additional Journal Information:
Journal Volume: 8; Journal Issue: 11; Journal ID: ISSN 1932-6203
Publisher:
Public Library of Science
Country of Publication:
United States
Language:
English
Subject:
59 BASIC BIOLOGICAL SCIENCES

Citation Formats

Chen, Zhiwei, Pereira, Jose H., Liu, Hanbin, Tran, Huu M., Hsu, Nathan S. Y., Dibble, Dean, Singh, Seema, Adams, Paul D., Sapra, Rajat, Hadi, Masood Z., Simmons, Blake A., and Sale, Kenneth L. Improved Activity of a Thermophilic Cellulase, Cel5A, from Thermotoga maritima on Ionic Liquid Pretreated Switchgrass. United States: N. p., 2013. Web. doi:10.1371/journal.pone.0079725.
Chen, Zhiwei, Pereira, Jose H., Liu, Hanbin, Tran, Huu M., Hsu, Nathan S. Y., Dibble, Dean, Singh, Seema, Adams, Paul D., Sapra, Rajat, Hadi, Masood Z., Simmons, Blake A., & Sale, Kenneth L. Improved Activity of a Thermophilic Cellulase, Cel5A, from Thermotoga maritima on Ionic Liquid Pretreated Switchgrass. United States. https://doi.org/10.1371/journal.pone.0079725
Chen, Zhiwei, Pereira, Jose H., Liu, Hanbin, Tran, Huu M., Hsu, Nathan S. Y., Dibble, Dean, Singh, Seema, Adams, Paul D., Sapra, Rajat, Hadi, Masood Z., Simmons, Blake A., and Sale, Kenneth L. Thu . "Improved Activity of a Thermophilic Cellulase, Cel5A, from Thermotoga maritima on Ionic Liquid Pretreated Switchgrass". United States. https://doi.org/10.1371/journal.pone.0079725. https://www.osti.gov/servlets/purl/1511377.
@article{osti_1511377,
title = {Improved Activity of a Thermophilic Cellulase, Cel5A, from Thermotoga maritima on Ionic Liquid Pretreated Switchgrass},
author = {Chen, Zhiwei and Pereira, Jose H. and Liu, Hanbin and Tran, Huu M. and Hsu, Nathan S. Y. and Dibble, Dean and Singh, Seema and Adams, Paul D. and Sapra, Rajat and Hadi, Masood Z. and Simmons, Blake A. and Sale, Kenneth L.},
abstractNote = {Ionic liquid pretreatment of biomass has been shown to greatly reduce the recalcitrance of lignocellulosic biomass, resulting in improved sugar yields after enzymatic saccharification. However, even under these improved saccharification conditions the cost of enzymes still represents a significant proportion of the total cost of producing sugars and ultimately fuels from lignocellulosic biomass. Much of the high cost of enzymes is due to the low catalytic efficiency and stability of lignocellulolytic enzymes, especially cellulases, under conditions that include high temperatures and the presence of residual pretreatment chemicals, such as acids, organic solvents, bases, or ionic liquids. Improving the efficiency of the saccharification process on ionic liquid pretreated biomass will facilitate reduced enzyme loading and cost. Thermophilic cellulases have been shown to be stable and active in ionic liquids but their activity is typically at lower levels. Cel5A--Tma, a thermophilic endoglucanase from Thermotoga maritima, is highly active on cellulosic substrates and is stable in ionic liquid environments. Here, our motivation was to engineer mutants of Cel5A--Tma with higher activity on 1-ethyl-3- methylimidazolium acetate ([C2mim][OAc]) pretreated biomass. We developed a robotic platform to screen a random mutagenesis library of Cel5A-Tma. Twelve mutants with 25-42% improvement in specific activity on carboxymethyl cellulose and up to 30% improvement on ionic-liquid pretreated switchgrass were successfully isolated and characterized from a library of twenty thousand variants. Interestingly, most of the mutations in the improved variants are located distally to the active site on the protein surface and are not directly involved with substrate binding.},
doi = {10.1371/journal.pone.0079725},
journal = {PLoS ONE},
number = 11,
volume = 8,
place = {United States},
year = {Thu Nov 14 00:00:00 EST 2013},
month = {Thu Nov 14 00:00:00 EST 2013}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record

Citation Metrics:
Cited by: 20 works
Citation information provided by
Web of Science

Figures / Tables:

Figure 1 Figure 1: The relative activity of Cel5A_Tma under six different error rates was used to determine the optimal error rate for library construction. The proportion of null mutants produced using an error rate M1.4 (29 ng of cel5a_Tma gene) was ~34 %, which indicated that the library constructed using themore » M1.4 error rate was suitable. The average mutation rate in the M1.4 library was ~4.8 bp/kb gene (0.48 %)To determine the optimal error rate for Cel5A_Tma mutation, mutant libraries were constructed using six different error rates. doi:10.1371/journal.pone.0079725.g001« less

Save / Share:

Works referenced in this record:

Automated saccharification assay for determination of digestibility in plant materials
journal, January 2010

  • Gomez, Leonardo D.; Whitehead, Caragh; Barakate, Abdellah
  • Biotechnology for Biofuels, Vol. 3, Issue 1
  • DOI: 10.1186/1754-6834-3-23

Microplate-based carboxymethylcellulose assay for endoglucanase activity
journal, July 2005

  • Xiao, Zhizhuang; Storms, Reginald; Tsang, Adrian
  • Analytical Biochemistry, Vol. 342, Issue 1
  • DOI: 10.1016/j.ab.2005.01.052

Why High-error-rate Random Mutagenesis Libraries are Enriched in Functional and Improved Proteins
journal, July 2005

  • Drummond, D. Allan; Iverson, Brent L.; Georgiou, George
  • Journal of Molecular Biology, Vol. 350, Issue 4
  • DOI: 10.1016/j.jmb.2005.05.023

Techno-economic analysis of a lignocellulosic ethanol biorefinery with ionic liquid pre-treatment
journal, June 2011

  • Klein-Marcuschamer, Daniel; Simmons, Blake A.; Blanch, Harvey W.
  • Biofuels, Bioproducts and Biorefining, Vol. 5, Issue 5
  • DOI: 10.1002/bbb.303

Influence of physico-chemical changes on enzymatic digestibility of ionic liquid and AFEX pretreated corn stover
journal, July 2011


Introduction of glycine and proline residues onto protein surface increases the thermostability of endoglucanase CelA from Clostridium thermocellum
journal, February 2011


Ionic liquid tolerant hyperthermophilic cellulases for biomass pretreatment and hydrolysis
journal, January 2010

  • Datta, Supratim; Holmes, Bradley; Park, Joshua I.
  • Green Chemistry, Vol. 12, Issue 2, p. 338-345
  • DOI: 10.1039/b916564a

Climate change and evolutionary adaptation
journal, February 2011


Biomass Recalcitrance: Engineering Plants and Enzymes for Biofuels Production
journal, February 2007

  • Himmel, M. E.; Ding, S.-Y.; Johnson, D. K.
  • Science, Vol. 315, Issue 5813, p. 804-807
  • DOI: 10.1126/science.1137016

The Path Forward for Biofuels and Biomaterials
journal, January 2006

  • Ragauskas, Arthur J.; Williams, Charlotte K.; Davison, Brian H.
  • Science, Vol. 311, Issue 5760, p. 484-489
  • DOI: 10.1126/science.1114736

A hierarchy of timescales in protein dynamics is linked to enzyme catalysis
journal, November 2007

  • Henzler-Wildman, Katherine A.; Lei, Ming; Thai, Vu
  • Nature, Vol. 450, Issue 7171
  • DOI: 10.1038/nature06407

Protein engineering in designing tailored enzymes and microorganisms for biofuels production
journal, August 2009


Deconstruction of Lignocellulosic Biomass to Fuels and Chemicals
journal, July 2011


Improved Catalytic Efficiency and Active Site Modification of 1,4-β-d-Glucan Glucohydrolase A from Thermotoga neapolitana by Directed Evolution
journal, December 2003

  • McCarthy, James K.; Uzelac, Aleksandra; Davis, Diane F.
  • Journal of Biological Chemistry, Vol. 279, Issue 12
  • DOI: 10.1074/jbc.M305642200

Molecular simulations provide new insights into the role of the accessory immunoglobulin-like domain of Cel9A
journal, July 2010


Dynamical Contributions to Enzyme Catalysis:  Critical Tests of A Popular Hypothesis
journal, May 2006

  • Olsson, Mats H. M.; Parson, William W.; Warshel, Arieh
  • Chemical Reviews, Vol. 106, Issue 5
  • DOI: 10.1021/cr040427e

Compositional changes during storage of large round switchgrass bales
journal, April 1996


Directed evolution of a thermophilic endoglucanase (Cel5A) into highly active Cel5A variants with an expanded temperature profile
journal, June 2011


Visualization of biomass solubilization and cellulose regeneration during ionic liquid pretreatment of switchgrass
journal, September 2009

  • Singh, Seema; Simmons, Blake A.; Vogel, Kenneth P.
  • Biotechnology and Bioengineering, Vol. 104, Issue 1, p. 68-75
  • DOI: 10.1002/bit.22386

Plants to power: bioenergy to fuel the future
journal, August 2008


Intrinsic motions along an enzymatic reaction trajectory
journal, November 2007

  • Henzler-Wildman, Katherine A.; Thai, Vu; Lei, Ming
  • Nature, Vol. 450, Issue 7171
  • DOI: 10.1038/nature06410

Production and extraction of sugars from switchgrass hydrolyzed in ionic liquids
journal, January 2013

  • Sun, Ning; Liu, Hanbin; Sathitsuksanoh, Noppadon
  • Biotechnology for Biofuels, Vol. 6, Issue 1
  • DOI: 10.1186/1754-6834-6-39

Microfluidic Glycosyl Hydrolase Screening for Biomass-to-Biofuel Conversion
journal, November 2010

  • Bharadwaj, Rajiv; Chen, Zhiwei; Datta, Supratim
  • Analytical Chemistry, Vol. 82, Issue 22
  • DOI: 10.1021/ac102243f

Biofuels: Biomolecular Engineering Fundamentals and Advances
journal, June 2010


Protein frustratometer: a tool to localize energetic frustration in protein molecules
journal, May 2012

  • Jenik, M.; Parra, R. G.; Radusky, L. G.
  • Nucleic Acids Research, Vol. 40, Issue W1
  • DOI: 10.1093/nar/gks447

Coot model-building tools for molecular graphics
journal, November 2004

  • Emsley, Paul; Cowtan, Kevin
  • Acta Crystallographica Section D Biological Crystallography, Vol. 60, Issue 12, p. 2126-2132
  • DOI: 10.1107/S0907444904019158

Protein aggregation in recombinant bacteria: biological role of inclusion bodies
journal, September 2003

  • Villaverde, Antonio; Mar Carrió, M.
  • Biotechnology Letters, Vol. 25, Issue 17, p. 1385-1395
  • DOI: 10.1023/A:1025024104862

Automated assay for screening the enzymatic release of reducing sugars from micronized biomass
journal, January 2010

  • Navarro, David; Couturier, Marie; da Silva, Gabriela
  • Microbial Cell Factories, Vol. 9, Issue 1
  • DOI: 10.1186/1475-2859-9-58

Protein production by auto-induction in high-density shaking cultures
journal, May 2005


Critical evaluation of random mutagenesis by error-prone polymerase chain reaction protocols, Escherichia coli mutator strain, and hydroxylamine treatment
journal, May 2009

  • Rasila, Tiina S.; Pajunen, Maria I.; Savilahti, Harri
  • Analytical Biochemistry, Vol. 388, Issue 1
  • DOI: 10.1016/j.ab.2009.02.008

Microbial production of fatty-acid-derived fuels and chemicals from plant biomass
journal, January 2010

  • Steen, Eric J.; Kang, Yisheng; Bokinsky, Gregory
  • Nature, Vol. 463, Issue 7280, p. 559-562
  • DOI: 10.1038/nature08721

Biochemical characterization and crystal structure of endoglucanase Cel5A from the hyperthermophilic Thermotoga maritima
journal, December 2010

  • Pereira, Jose H.; Chen, Zhiwei; McAndrew, Ryan P.
  • Journal of Structural Biology, Vol. 172, Issue 3, p. 372-379
  • DOI: 10.1016/j.jsb.2010.06.018

Engineering for biofuels: exploiting innate microbial capacity or importing biosynthetic potential?
journal, October 2009

  • Alper, Hal; Stephanopoulos, Gregory
  • Nature Reviews Microbiology, Vol. 7, Issue 10
  • DOI: 10.1038/nrmicro2186

Site-directed mutagenesis and CBM engineering of Cel5A (Thermotoga maritima)
journal, October 2008


Effect of hemicellulose and lignin removal on enzymatic hydrolysis of steam pretreated corn stover
journal, September 2007


Outlook for cellulase improvement: Screening and selection strategies
journal, September 2006


Optimization of pH controlled liquid hot water pretreatment of corn stover
journal, December 2005


Correlation between thermostability and stability of glycosidases in ionic liquid
journal, February 2011


Directed evolution of a para-nitrobenzyl esterase for aqueous-organic solvents
journal, April 1996

  • Moore, Jeffrey C.; Arnold, Frances H.
  • Nature Biotechnology, Vol. 14, Issue 4
  • DOI: 10.1038/nbt0496-458

THEORY OF PROTEIN FOLDING: The Energy Landscape Perspective
journal, October 1997


Combined sugar yields for dilute sulfuric acid pretreatment of corn stover followed by enzymatic hydrolysis of the remaining solids
journal, December 2005


Thermodynamic prediction of protein neutrality
journal, January 2005

  • Bloom, J. D.; Silberg, J. J.; Wilke, C. O.
  • Proceedings of the National Academy of Sciences, Vol. 102, Issue 3
  • DOI: 10.1073/pnas.0406744102

Fermentable sugars by chemical hydrolysis of biomass
journal, March 2010

  • Binder, J. B.; Raines, R. T.
  • Proceedings of the National Academy of Sciences, Vol. 107, Issue 10, p. 4516-4521
  • DOI: 10.1073/pnas.0912073107

Optimization of the ammonia fiber explosion (AFEX) treatment parameters for enzymatic hydrolysis of corn stover
journal, December 2005

  • Teymouri, Farzaneh; Laureano-Perez, Lizbeth; Alizadeh, Hasan
  • Bioresource Technology, Vol. 96, Issue 18, p. 2014-2018
  • DOI: 10.1016/j.biortech.2005.01.016

Deep-Sea Oil Plume Enriches Indigenous Oil-Degrading Bacteria
journal, August 2010


Visualization of biomass solubilization and cellulose regeneration during ionic liquid pretreatment of switchgrass
journal, September 2009

  • Singh, Seema; Simmons, Blake A.; Vogel, Kenneth P.
  • Biotechnology and Bioengineering, Vol. 104, Issue 1, p. 68-75
  • DOI: 10.1002/bit.22386

Dynamical Contributions to Enzyme Catalysis: Critical Tests of a Popular Hypothesis
journal, August 2006

  • Olsson, Mats H. M.; Parson, William W.; Warshel, Arieh
  • ChemInform, Vol. 37, Issue 31
  • DOI: 10.1002/chin.200631289

Correlation between thermostability and stability of glycosidases in ionic liquid
journal, February 2011


Compositional changes during storage of large round switchgrass bales
journal, April 1996


Microplate-based carboxymethylcellulose assay for endoglucanase activity
journal, July 2005

  • Xiao, Zhizhuang; Storms, Reginald; Tsang, Adrian
  • Analytical Biochemistry, Vol. 342, Issue 1
  • DOI: 10.1016/j.ab.2005.01.052

Critical evaluation of random mutagenesis by error-prone polymerase chain reaction protocols, Escherichia coli mutator strain, and hydroxylamine treatment
journal, May 2009

  • Rasila, Tiina S.; Pajunen, Maria I.; Savilahti, Harri
  • Analytical Biochemistry, Vol. 388, Issue 1
  • DOI: 10.1016/j.ab.2009.02.008

Combined sugar yields for dilute sulfuric acid pretreatment of corn stover followed by enzymatic hydrolysis of the remaining solids
journal, December 2005


Optimization of the ammonia fiber explosion (AFEX) treatment parameters for enzymatic hydrolysis of corn stover
journal, December 2005

  • Teymouri, Farzaneh; Laureano-Perez, Lizbeth; Alizadeh, Hasan
  • Bioresource Technology, Vol. 96, Issue 18, p. 2014-2018
  • DOI: 10.1016/j.biortech.2005.01.016

Effect of hemicellulose and lignin removal on enzymatic hydrolysis of steam pretreated corn stover
journal, September 2007


Molecular simulations provide new insights into the role of the accessory immunoglobulin-like domain of Cel9A
journal, July 2010


Directed evolution of a thermophilic endoglucanase (Cel5A) into highly active Cel5A variants with an expanded temperature profile
journal, June 2011


Why High-error-rate Random Mutagenesis Libraries are Enriched in Functional and Improved Proteins
journal, July 2005

  • Drummond, D. Allan; Iverson, Brent L.; Georgiou, George
  • Journal of Molecular Biology, Vol. 350, Issue 4
  • DOI: 10.1016/j.jmb.2005.05.023

Biochemical characterization and crystal structure of endoglucanase Cel5A from the hyperthermophilic Thermotoga maritima
journal, December 2010

  • Pereira, Jose H.; Chen, Zhiwei; McAndrew, Ryan P.
  • Journal of Structural Biology, Vol. 172, Issue 3, p. 372-379
  • DOI: 10.1016/j.jsb.2010.06.018

Plants to power: bioenergy to fuel the future
journal, August 2008


Microfluidic Glycosyl Hydrolase Screening for Biomass-to-Biofuel Conversion
journal, November 2010

  • Bharadwaj, Rajiv; Chen, Zhiwei; Datta, Supratim
  • Analytical Chemistry, Vol. 82, Issue 22
  • DOI: 10.1021/ac102243f

A hierarchy of timescales in protein dynamics is linked to enzyme catalysis
journal, November 2007

  • Henzler-Wildman, Katherine A.; Lei, Ming; Thai, Vu
  • Nature, Vol. 450, Issue 7171
  • DOI: 10.1038/nature06407

Intrinsic motions along an enzymatic reaction trajectory
journal, November 2007

  • Henzler-Wildman, Katherine A.; Thai, Vu; Lei, Ming
  • Nature, Vol. 450, Issue 7171
  • DOI: 10.1038/nature06410

Microbial production of fatty-acid-derived fuels and chemicals from plant biomass
journal, January 2010

  • Steen, Eric J.; Kang, Yisheng; Bokinsky, Gregory
  • Nature, Vol. 463, Issue 7280, p. 559-562
  • DOI: 10.1038/nature08721

Climate change and evolutionary adaptation
journal, February 2011


Directed evolution of a para-nitrobenzyl esterase for aqueous-organic solvents
journal, April 1996

  • Moore, Jeffrey C.; Arnold, Frances H.
  • Nature Biotechnology, Vol. 14, Issue 4
  • DOI: 10.1038/nbt0496-458

Engineering for biofuels: exploiting innate microbial capacity or importing biosynthetic potential?
journal, October 2009

  • Alper, Hal; Stephanopoulos, Gregory
  • Nature Reviews Microbiology, Vol. 7, Issue 10
  • DOI: 10.1038/nrmicro2186

Tracing Determinants of Dual Substrate Specificity in Glycoside Hydrolase Family 5
journal, May 2012

  • Chen, Zhiwei; Friedland, Gregory D.; Pereira, Jose H.
  • Journal of Biological Chemistry, Vol. 287, Issue 30
  • DOI: 10.1074/jbc.m112.362640

Carbohydrate-induced Differential Gene Expression Patterns in the Hyperthermophilic Bacterium Thermotoga maritima
journal, December 2002

  • Chhabra, Swapnil R.; Shockley, Keith R.; Conners, Shannon B.
  • Journal of Biological Chemistry, Vol. 278, Issue 9
  • DOI: 10.1074/jbc.m211748200

Biomass Recalcitrance: Engineering Plants and Enzymes for Biofuels Production
journal, February 2007

  • Himmel, M. E.; Ding, S.-Y.; Johnson, D. K.
  • Science, Vol. 315, Issue 5813, p. 804-807
  • DOI: 10.1126/science.1137016

Deep-Sea Oil Plume Enriches Indigenous Oil-Degrading Bacteria
journal, August 2010


Engineering of Clostridium phytofermentans Endoglucanase Cel5A for Improved Thermostability
journal, May 2010

  • Liu, W.; Zhang, X. -Z.; Zhang, Z.
  • Applied and Environmental Microbiology, Vol. 76, Issue 14
  • DOI: 10.1128/aem.00958-10

Bacterial Cell Surface Display of an Enzyme Library for Selective Screening of Improved Cellulase Variants
journal, February 2000


Regulation of Endo-Acting Glycosyl Hydrolases in the Hyperthermophilic Bacterium Thermotoga maritima Grown on Glucan- and Mannan-Based Polysaccharides
journal, February 2002

  • Chhabra, S. R.; Shockley, K. R.; Ward, D. E.
  • Applied and Environmental Microbiology, Vol. 68, Issue 2, p. 545-554
  • DOI: 10.1128/aem.68.2.545-554.2002

Deconstruction of Lignocellulosic Biomass to Fuels and Chemicals
journal, July 2011


THEORY OF PROTEIN FOLDING: The Energy Landscape Perspective
journal, October 1997


Automated assay for screening the enzymatic release of reducing sugars from micronized biomass
journal, January 2010

  • Navarro, David; Couturier, Marie; da Silva, Gabriela
  • Microbial Cell Factories, Vol. 9, Issue 1
  • DOI: 10.1186/1475-2859-9-58

Automated saccharification assay for determination of digestibility in plant materials
journal, January 2010

  • Gomez, Leonardo D.; Whitehead, Caragh; Barakate, Abdellah
  • Biotechnology for Biofuels, Vol. 3, Issue 1
  • DOI: 10.1186/1754-6834-3-23

Thermodynamic Prediction of Protein Neutrality
text, January 2004


Works referencing / citing this record:

Truncation of the processive Cel5A of Thermotoga maritima results in soluble expression and several fold increase in activity
journal, May 2018

  • Basit, Abdul; Akhtar, Muhammad W.
  • Biotechnology and Bioengineering, Vol. 115, Issue 7
  • DOI: 10.1002/bit.26602

Directed Evolution of a Formate Dehydrogenase for Increased Tolerance to Ionic Liquids Reveals a New Site for Increasing the Stability
journal, October 2014

  • Carter, Julie L. L.; Bekhouche, Mourad; Noiriel, Alexandre
  • ChemBioChem, Vol. 15, Issue 18
  • DOI: 10.1002/cbic.201402501

Towards Understanding Directed Evolution: More than Half of All Amino Acid Positions Contribute to Ionic Liquid Resistance of Bacillus subtilis Lipase A
journal, March 2015

  • Frauenkron-Machedjou, Victorine Josiane; Fulton, Alexander; Zhu, Leilei
  • ChemBioChem, Vol. 16, Issue 6
  • DOI: 10.1002/cbic.201402682

Engineering Robust Cellulases for Tailored Lignocellulosic Degradation Cocktails
journal, February 2020

  • Contreras, Francisca; Pramanik, Subrata; M. Rozhkova, Aleksandra
  • International Journal of Molecular Sciences, Vol. 21, Issue 5
  • DOI: 10.3390/ijms21051589

Genetically Engineered Proteins to Improve Biomass Conversion: New Advances and Challenges for Tailoring Biocatalysts
journal, August 2019

  • Ribeiro, Lucas Ferreira; Amarelle, Vanesa; Alves, Luana de Fátima
  • Molecules, Vol. 24, Issue 16
  • DOI: 10.3390/molecules24162879

Engineering Robust Cellulases for Tailored Lignocellulosic Degradation Cocktails
text, January 2020


Engineering robust cellulases for tailored lignocellulosic degradation cocktails
other, January 2020

  • Contreras, Francisca; Pramanik, Subrata; Rozhkova, Aleksandra M.
  • Basel : MDPI AG
  • DOI: 10.34657/5506

Expression of naturally ionic liquid-tolerant thermophilic cellulases in Aspergillus niger
journal, December 2017


Engineering Robust Cellulases for Tailored Lignocellulosic Degradation Cocktails
journal, February 2020

  • Contreras, Francisca; Pramanik, Subrata; M. Rozhkova, Aleksandra
  • International Journal of Molecular Sciences, Vol. 21, Issue 5
  • DOI: 10.3390/ijms21051589

Integrated (Meta) Genomic and Synthetic Biology Approaches to Develop New Biocatalysts
journal, March 2016

  • Parages, María; Gutiérrez-Barranquero, José; Reen, F.
  • Marine Drugs, Vol. 14, Issue 3
  • DOI: 10.3390/md14030062

Genetically Engineered Proteins to Improve Biomass Conversion: New Advances and Challenges for Tailoring Biocatalysts
journal, August 2019

  • Ribeiro, Lucas Ferreira; Amarelle, Vanesa; Alves, Luana de Fátima
  • Molecules, Vol. 24, Issue 16
  • DOI: 10.3390/molecules24162879

Figures/Tables have been extracted from DOE-funded journal article accepted manuscripts.